Render quality suddenly changed?
I found the problem. I have previously made a animation out of images in sequence editor. When I clicked render, the computer did not do any rendering, it simply loaded already rendered image.

I fixed this simply deleting all the time strips @ Video Sequence Editor. Now it does surely take up to 5 minutes for one frame to render. :)

Cheers for all the help!